Livrables
The deliverable will finally summarize the work done in WP3. The joint eMBB trial results and evaluation, the spectrum usage analysis on 3.5GHz, and system interoperability analysis will be included in this deliverable. Joint eMBB trial report will be included in this deliverable.
Joint architecture, use cases and spectrum planThe deliverable will describe the set of selected use cases in the context of the two fundamental project scenarios (eMBB and V2X). This deliverable will also identify the critical modules of the proposed innovative joint architectures and will cover issues related with spectrum harmonisation usage in the EU and in China.
Report on potential vulnerabilities of V2X communicationsThe deliverable identifies potential vulnerabilities, definition of test setup and procedures for penetration testing, coexistence and performance evaluation of 3GPP and IEEE standards for V2N and V2V communications.
5G-DRIVE Dissemination and Communication PlanThis deliverable will provide the Dissemination and Communication Plan, including objectives of the plan, key target groups, messages that will be communicated, channels and tools, timeline and roles of partners.
First year report of 5G technology and service innovationsThis report will summarise the project's technological and service innovation advancements such that these can fully inform Phase 2 implementation, testing and evaluation. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS9.
eMBB development and test planThe deliverable will define the trial plan for eMBB, and in particular for the spectrum band at 3.5GHz. The test will cover massive MIMO beamforming, network slicing, and latency measurement with MEC, transport network and spectrum usage. The test campaign will be defined in this deliverable.
Plan for StandardisationThis plan is the basis for steering and controlling the standardisation activities, including the definition of target outcomes and key performance indicators. MI, Orange and UL will design it according to the priority of the consortium members. Contributing task: T6.3.
Final report of 5G technology and service innovationsThis final report of WP5 will provide not only the results obtained for the new technological and service innovation testbed implementations but also an evaluation of these results in terms of technological, operating and performance KPIs. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS10.
Final report of architecture and use case implementationThe deliverable shall summarize upon the major architectural findings and will assess the proposed joint architecture by promoting common specifications, requirements, recommendations as well as related best practices. The work should also be relevant to the outcome(s) of the related trials, while emphasis is on the market implementation of selected use cases.
V2X development and test planThe deliverable describes the implemented 5G V2N and V2V applications for automated vehicles. The document provides test scenarios for evaluating feasibility of the technology.
Final report of V2X trialsThe deliverable reports validation and evaluation results of the test scenarios. Benefits of hybrid communication is evaluated. Results of resilience test are reported, vulnerabilities are identified, and countermeasures are proposed. The joint V2X trial report will be included in this deliverable.
Final Report on StandardisationThis report documents the project’s standardisation activities and their outcomes related to the whole project duration. Contributing task: T6.3.
Final Report of Security and Data Protection in Future 5G vehicular networksThis report will highlight the different challenges in terms of secure and privacy-friendly data communications in 5G future vehicular networks. Novel mechanisms for ensuring security and privacy will be proposed and evaluated. A draft version of this Deliverable - Intermediate Report - will be submitted as defined in milestone MS11.
Publications
Auteurs:
Philippos Assimakopoulos, Shabnam Noor, Minqi Wang, Hazim Abdulsada, Luiz Anet Neto, Naveena Genay, Philippe Chanclou, Nathan J. Gomes
Publié dans:
IEEE Photonics Technology Letters, Numéro 33/5, 2021, Page(s) 267-270, ISSN 1041-1135
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/lpt.2021.3056511
Auteurs:
Joydev Ghosh, Huiling Zhu, Huseyin Haci
Publié dans:
IEEE Transactions on Vehicular Technology, Numéro 70/7, 2021, Page(s) 7205-7210, ISSN 0018-9545
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tvt.2021.3083635
Auteurs:
Michail‐Alexandros Kourtis, Thanos Sarlas, Themis Anagnostopoulos, Sławomir Kukliński, Lechosław Tomaszewski, Michał Wierzbicki, Andreas Oikonomakis, George Xilouris, Ioannis P. Chochliouros, Na Yi, Alexandros Kostopoulos, Harilaos Koumaras
Publié dans:
Internet Technology Letters, Numéro e289, 2021, ISSN 2476-1508
Éditeur:
John Wiley & Sons, Ltd
DOI:
10.1002/itl2.289
Auteurs:
Abdelwahab Boualouache, Hichem Sedjelmaci, Thomas Engel
Publié dans:
IEEE Transactions on Vehicular Technology, Numéro 70/7, 2021, Page(s) 7087-7102, ISSN 0018-9545
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tvt.2021.3083477
Auteurs:
Chih-Lin I, Slawomir Kuklinski, Tao Chen, Latif Ladid
Publié dans:
IEEE Network, Numéro 34/6, 2020, Page(s) 3-4, ISSN 0890-8044
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/mnet.2020.9277891
Auteurs:
Songyan Xue, Yi Ma, Na Yi
Publié dans:
IEEE Transactions on Wireless Communications, 2021, Page(s) 1-1, ISSN 1536-1276
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/twc.2021.3068302
Auteurs:
Shabnam Noor, Philippos Assimakopoulos, Nathan J. Gomes
Publié dans:
Journal of Lightwave Technology, Numéro 37/14, 2019, Page(s) 3689-3700, ISSN 0733-8724
Éditeur:
Optical Society of America
DOI:
10.1109/jlt.2019.2918215
Auteurs:
Xianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu, Yan Zhang, Mehdi Bennis
Publié dans:
IEEE Transactions on Wireless Communications, Numéro 19/4, 2020, Page(s) 2268-2281, ISSN 1536-1276
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/twc.2019.2963667
Auteurs:
S. Xue, A. Li, J. Wang, N. Yi, Y. Ma, R. Tafazolli and T. E. Dodgson
Publié dans:
ZTE Communications, Numéro vol. 17, no. 4, December 2019, 2019, Page(s) pp. 3-11, ISSN 1673-5188
Éditeur:
ZTE
DOI:
10.12142/ztecom.201904002
Auteurs:
Emine Moutaly, Philippos Assimakopoulos, Shabnam Noor, Salim Faci, Anne-Laure Billabert, Nathan J. Gomes, Mohamed Lemine Diakite, Colm Browning, Catherine Algani
Publié dans:
Journal of Lightwave Technology, Numéro 37/23, 2019, Page(s) 5821-5832, ISSN 0733-8724
Éditeur:
Optical Society of America
DOI:
10.1109/jlt.2019.2940200
Auteurs:
Shabnam Noor, Philippos Assimakopoulos, Minqi Wang, Hazim A. Abdulsada, Naveena Genay, Luiz Anet Neto, Philippe Chanclou, Nathan J. Gomes
Publié dans:
Journal of Optical Communications and Networking, Numéro 12/3, 2020, Page(s) 62, ISSN 1943-0620
Éditeur:
Optical Society of America
DOI:
10.1364/jocn.381341
Auteurs:
Yixue Hao, Yingying Jiang, Tao Chen, Donggang Cao, Min Chen
Publié dans:
IEEE Network, Numéro 33/5, 2019, Page(s) 82-88, ISSN 0890-8044
Éditeur:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/mnet.001.1800486
Auteurs:
Tao Chen, Matti Kutila, Yinxiang Zheng, Wei Dei, Jiangzhou Wang
Publié dans:
ZTE communications, 2020, ISSN 1009-6868
Éditeur:
ZTE
Auteurs:
Jiangzhou Wang, Wei Deng, Xin Li, Huiling Zhu, Manish Nair, Tao Chen, Na Yi, Nathan J. Gomes
Publié dans:
IEEE Open Journal of Vehicular Technology, Numéro 1, 2020, Page(s) 362-371, ISSN 2644-1330
Éditeur:
IEEE
DOI:
10.1109/ojvt.2020.3030774
Auteurs:
Lechosław Tomaszewski, Sławomir Kukliński, Robert Kołakowski
Publié dans:
Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops - MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Numéro 585, 2020, Page(s) 15-24, ISBN 978-3-030-49189-5
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-49190-1_2
Auteurs:
Abdelwahab Boualouache, Ridha Soua, Qiang Tang, Thomas Engel
Publié dans:
Machine Intelligence and Data Analytics for Sustainable Future Smart Cities, Numéro 971, 2021, Page(s) 395-411, ISBN 978-3-030-72064-3
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-72065-0_21
Auteurs:
A. Boualouache, R. Soua, T. Qiang, T. Engel
Publié dans:
Machine Intelligence and Data Analytics for Sustainable Future Smart Cities, 2021
Éditeur:
Springer
Auteurs:
Zheng Chang, Liqing Liu, Xijuan Guo, Tao Chen, Tapani Ristaniemi
Publié dans:
Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops - MHDW 2020 and 5G-PINE 2020, Neos Marmaras, Greece, June 5–7, 2020, Proceedings, Numéro 585, 2020, Page(s) 61-73, ISBN 978-3-030-49189-5
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-49190-1_6
Auteurs:
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
Publié dans:
2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications, 2020, Page(s) 1-6, ISBN 978-1-7281-4490-0
Éditeur:
IEEE
DOI:
10.1109/pimrc48278.2020.9217173
Auteurs:
Akinsola Akinsanya, Manish Nair, Huiling Zhu, Jiangzhou Wang
Publié dans:
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020, Page(s) 1-5, ISBN 978-1-7281-5207-3
Éditeur:
IEEE
DOI:
10.1109/vtc2020-spring48590.2020.9129488
Auteurs:
Xianfu Chen, Celimuge Wu, Tao Chen, Zhi Liu, Mehdi Bennis, Yusheng Ji
Publié dans:
GLOBECOM 2020 - 2020 IEEE Global Communications Conference, 2020, Page(s) 1-6, ISBN 978-1-7281-8298-8
Éditeur:
IEEE
DOI:
10.1109/globecom42002.2020.9322632
Auteurs:
Slawomir Kuklinski, Lechoslaw Tomaszewski, Krzysztof Kozlowski, Slawomir Pietrzyk
Publié dans:
2018 9th International Conference on the Network of the Future (NOF), 2018, Page(s) 39-43, ISBN 978-1-5386-8503-7
Éditeur:
IEEE
DOI:
10.1109/nof.2018.8597858
Auteurs:
I.P. Chochliouros, A.S. Spiliopoulou, P. Lazaridis, Z. Zaharis, M.-A. Kourtis, S. Kuklinski, L. Tomazewski, D. Arvanitozisis and A. Kostopoulos
Publié dans:
Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE 2021) / AIAI-2021 International Conference,, 2021, Page(s) vol.628, pp.138-152, ISBN 978-3-030-79157-5
Éditeur:
Springer Nature Switzerland AG
Auteurs:
M. Kutila, K. Kauvo, P. Pyykönen, X. Zhang, V. Garrido-Martinez, Y. Zheng, S. Xu
Publié dans:
32nd IEEE Intelligent Vehicles Symposium (IV 21), 2021
Éditeur:
IEEE Institute of Electrical and Electronic Engineers
Auteurs:
Alexandros Kostopoulos, Ioannis Chochliouros, Jaime Ferragut, Yi Ma, Matti Kutila, Anastasius Gavras, Seppo Horsmanheimo, Kai Zhang, Latif Ladid8, Athanassios Dardamanis, Michail-Alexandros Kourtis
Publié dans:
2020 IEEE International Conference on Communications Workshops (ICC Workshops 2020), 2020, Page(s) pp.118-122, ISBN 978-1-7281-7440-2
Éditeur:
IEEE
Auteurs:
Ignas Laurinavicius, Huiling Zhu, Jiangzhou Wang, Yijin Pan
Publié dans:
2019 IEEE Global Communications Conference (GLOBECOM), 2019, Page(s) 1-6, ISBN 978-1-7281-0962-6
Éditeur:
IEEE
DOI:
10.1109/globecom38437.2019.9013598
Auteurs:
M. Lu, R. Blokpoel, J. Ferragut, M. Kutila, T. Chen
Publié dans:
The 8th Transport Research Arena (TRA 2020), Numéro Paper ID: 350, 2020
Éditeur:
Finnish Transport and Communications Agency Traficom
Auteurs:
Slawomir Kuklinski, Lechoslaw Tomaszewski, Robert Kolakowski
Publié dans:
2020 IEEE Globecom Workshops (GC Wkshps, 2020, Page(s) 1-6, ISBN 978-1-7281-7307-8
Éditeur:
IEEE
DOI:
10.1109/gcwkshps50303.2020.9367527
Auteurs:
L. Nykänen, M., Kutila, M. Lankinen
Publié dans:
The 8th Transport Research Arena (TRA 2020), 2020
Éditeur:
Liikenne- ja viestintävirasto Traficom
Auteurs:
Matti Kutila, Xiaoyun Zhang, Kimmo Kauvo, Victor Garrido Martinez, Juha Karppinen, Lasse Nykänen
Publié dans:
2021
Éditeur:
IEEE Institute of Electrical and Electronic Engineers
Auteurs:
Xin Li, Wei Deng, Lei Liu, Yuqi Tian, Hui Tong, Jianhua Liu, Yi Ma, Jiangzhou Wang, Seppo Horsmanheimo, Anastasius Gavras
Publié dans:
2020 IEEE International Conference on Communications Workshops (ICC Workshops), 2020, Page(s) 1-6, ISBN 978-1-7281-7440-2
Éditeur:
IEEE
DOI:
10.1109/iccworkshops49005.2020.9145321
Auteurs:
Akinsola Akinsanya, Manish Nair, Huiling Zhu, Jiangzhou Wang
Publié dans:
2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring), 2020, Page(s) 1-5, ISBN 978-1-7281-5207-3
Éditeur:
IEEE
DOI:
10.1109/vtc2020-spring48590.2020.9128605
Auteurs:
Alexandras Kostopoulos, Ioannis Chochliouros, Athanassios Dardamanis, Olga Segou, Emmanouil Kafetzakis, Ridha Soua, Kai Zhang, Slawomir Kuklinski, Lechoslaw Tomaszewski, Na Yi, Uwe Herzog, Tao Chen, Matti Kutila, Jaime Ferragut
Publié dans:
2019 IEEE International Conference on Communications Workshops (ICC Workshops), 2019, Page(s) 1-6, ISBN 978-1-7281-2373-8
Éditeur:
IEEE
DOI:
10.1109/iccw.2019.8756985
Auteurs:
Matti Kutila, Pasi Pyykonen, Qing Huang, Wei Deng, Wenhui Lei, Emmanuel Pollakis
Publié dans:
2019 IEEE International Conference on Communications Workshops (ICC Workshops), 2019, Page(s) 1-5, ISBN 978-1-7281-2373-8
Éditeur:
IEEE
DOI:
10.1109/iccw.2019.8756871
Auteurs:
Antti Anttonen, Aarne Mammela, Tao Chen
Publié dans:
2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring), 2019, Page(s) 1-6, ISBN 978-1-7281-1217-6
Éditeur:
IEEE
DOI:
10.1109/vtcspring.2019.8746686
Auteurs:
Songyan Xue, Yi Ma, Ang Li, Na Yi, Rahim Tafazolli
Publié dans:
ICC 2019 - 2019 IEEE International Conference on Communications (ICC), 2019, Page(s) 1-6, ISBN 978-1-5386-8088-9
Éditeur:
IEEE
DOI:
10.1109/icc.2019.8761999
Auteurs:
Slawomir Kuklinski, Lechoslaw Tomaszewski
Publié dans:
2019 IEEE Conference on Network Softwarization (NetSoft), 2019, Page(s) 464-471, ISBN 978-1-5386-9376-6
Éditeur:
IEEE
DOI:
10.1109/netsoft.2019.8806692
Auteurs:
Boualouache, A., Soua, R., and Engel, T.
Publié dans:
15th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob’19), 2019
Éditeur:
WiMob’19
Auteurs:
I.P. Chochliouros, A.S. Spiliopoulou, A. Kostopoulos, D. Arvanitozisis, N. Yi, T. Chen, A, Dardamanis, O. Segou, L. Ladid and M.-R. Spada
Publié dans:
Proceedings of the 28th European Conference on Networks and Communications (EuCNC 2019), Numéro Special Session No.3, 2019, Page(s) pp.1-5, ISBN 978-1-7281-0545-1
Éditeur:
IEEE
Auteurs:
Ioannis P. Chochliouros, Na Yi, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Nathan Gomes, Uwe Herzog, Tao Chen, Athanassios Dardamanis, Olga Segou, Philippos Assimakopoulos, Klaus Moessner, Juha Jidbeck, Rahim Tafazolli, Latif Ladid
Publié dans:
Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, Numéro 560, 2019, Page(s) 31-45, ISBN 978-3-030-19908-1
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-19909-8_3
Auteurs:
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Alexandros Kostopoulos, Eirini Vasilaki, Uwe Herzog, Athanassios Dardamanis, Tao Chen, Latif Ladid, Marinos Agapiou
Publié dans:
Artificial Intelligence Applications and Innovations - AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings, Numéro 560, 2019, Page(s) 78-92, ISBN 978-3-030-19908-1
Éditeur:
Springer International Publishing
DOI:
10.1007/978-3-030-19909-8_7
Auteurs:
Boualouache, A., Soua, R., and Engel, T
Publié dans:
38th IEEE International Performance Computing and Communications Conference (IPCCC), 2019
Éditeur:
IEEE International Performance Computing and Communications Conference (IPCCC)
Auteurs:
Xianfu Chen, Celimuge Wu, Tao Chen, Nan Wu, Honggang Zhang, Yusheng Ji
Publié dans:
IEEE CBDCom 2019 (Best paper award), 2019
Éditeur:
Published in IEEE CDBCom 2019 proceeding
Auteurs:
Xianfu Chen, Zhifeng Zhao, Celimuge Wu, Tao Chen, Honggang Zhang, Mehdi Bennis
Publié dans:
IEEE Goblecom 2019, 2020
Éditeur:
Published in IEEE Globecom 2019 proceeding
Auteurs:
I.P. Chochliouros, A.S. Spiliopoulou, P. Lazaridis, A. Dardamanis, Z. Zaharis and A. Kostopoulos
Publié dans:
5G-PINE 2020 Workshop at 16th Int. Conference on Artificial Intelligence Applications and Innovations, 2020
Éditeur:
Springer IFIP AICT series
Auteurs:
Michail-Alexandros Kourtis, Themis Anagnostopoulos, Slawomir Kuklilski, Michal Wierzbicki, Andreas Oikonomakis, George Xilouris, Ioannis P. Chochliouros, Na Yi, Alexandros Kostopoulos, Lechoslaw Tomaszewski, Thanos Sarlas, Harilaos Koumaras
Publié dans:
2020 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), 2020, Page(s) 155-160, ISBN 978-1-7281-8159-2
Éditeur:
IEEE
DOI:
10.1109/nfv-sdn50289.2020.9289880
Auteurs:
Ramiz Sabbagh, Huiling Zhu, Jiangzhou Wang
Publié dans:
2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Éditeur:
IEEE
DOI:
10.1109/iccworkshops50388.2021.9473710
Auteurs:
R. Kołakowski, L. Tomaszewski, S. Kukliński,
Publié dans:
IEEE NFV-SDN’21, 2021
Éditeur:
IEEE
Auteurs:
Matti Kutila, Kimmo Kauvo, Petri Aalto, Victor Garrido Martinez, Markku Niemi, Yinxiang Zheng
Publié dans:
2020 IEEE 3rd 5G World Forum (5GWF), 2020, Page(s) 366-371, ISBN 978-1-7281-7299-6
Éditeur:
IEEE
DOI:
10.1109/5gwf49715.2020.9221295
Auteurs:
Ye Xiao, Fucai Luo, Chenglin Zhao, Fangmin Xu, Tao Chen
Publié dans:
2021 IEEE International Conference on Communications Workshops (ICC Workshops), 2021, Page(s) 1-6, ISBN 978-1-7281-9441-7
Éditeur:
IEEE
DOI:
10.1109/iccworkshops50388.2021.9473552
Auteurs:
Siqi Zhang, Na Yi, Yi Ma
Publié dans:
2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), 2021, Page(s) 1-5, ISBN 978-1-7281-8964-2
Éditeur:
IEEE
DOI:
10.1109/vtc2021-spring51267.2021.9448864
Auteurs:
Kutila, M., Kauvo, K., Zheng, Y., Zhang, X. & Garrido Martinez
Publié dans:
Proceedings of the 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit): Special Session 2 – EU-China Collaboration in 5G and Beyond., 2021
Éditeur:
EUCNC
Auteurs:
Ioannis P. Chochliouros, Anastasia S. Spiliopoulou, Dimitrios Arvanitozisis, Alexandros Kostopoulos, Na Yi, Nathan Gomes, Tao Chen, Juha Jidbeck, Athanassios Dardamanis, Pavlos Lazaridis, Zaharias Zaharis, Michail-Alexandros Kourtis, Latif Ladid
Publié dans:
2020 5th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), 2020, Page(s) 1-10, ISBN 978-1-7281-6445-8
Éditeur:
IEEE
DOI:
10.1109/seeda-cecnsm49515.2020.9221805
Auteurs:
Latif Ladid (University of Luxembourg)
Publié dans:
International Communications (InterComms), Numéro Numéro 31 - 2019, 2019
Éditeur:
International Communications (InterComms)
Auteurs:
Xue, Songyan & Li, A. & Wang, J. & Yi, N. & Ma, Y. & Tafazolli, Rahim & Dodgson, T.
Publié dans:
2019
Éditeur:
Cornell University
Auteurs:
Adrian Quesada Rodriguez (MI); Renáta Radócz (MI); Cédric Crettaz (MI); Abdelwahab Boualouache (Uni.lu); Ridha Soua (Uni.lu); Sébastien Ziegler (MI), Kinga Képessy (MI), Anna Kourakli (MI)
Publié dans:
2021
Éditeur:
5G-DRIVE
Auteurs:
S. Kukliński, L. Tomaszewski
Publié dans:
Wiley 5G Ref - The Essential 5G Reference Online, 2019, ISBN 9781119471509
Éditeur:
IEEE explore
DOI:
10.1002/9781119471509.w5gref094
Droits de propriété intellectuelle
Numéro de demande/publication:
20
20050052
Date:
2020-01-10
Demandeur(s):
UNIVERSITY OF KENT
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